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Speech-to-Text Translation

Translate audio signals of speech in one language into text in a foreign language, either in an end-to-end or cascade manner.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–10 of 146 papers

Title	Date	Tasks	Status	Hype
End-to-End Speech Translation for Low-Resource Languages Using Weakly Labeled Data	Jun 19, 2025	SentenceSpeech-to-Text	—Unverified	0
S2ST-Omni: An Efficient and Scalable Multilingual Speech-to-Speech Translation Framework via Seamless Speech-Text Alignment and Streaming Speech Generation	Jun 11, 2025	Reading ComprehensionSpeech Synthesis	—Unverified	0
Improving Language and Modality Transfer in Translation by Character-level Modeling	May 30, 2025	Speech-to-TextSpeech-to-Text Translation	—Unverified	0
Speech-to-Text Translation with Phoneme-Augmented CoT: Enhancing Cross-Lingual Transfer in Low-Resource Scenarios	May 30, 2025	Cross-Lingual TransferPhoneme Recognition	—Unverified	0
BeaverTalk: Oregon State University's IWSLT 2025 Simultaneous Speech Translation System	May 29, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Audio Jailbreak Attacks: Exposing Vulnerabilities in SpeechGPT in a White-Box Framework	May 24, 2025	Adversarial AttackSpeech Tokenization	CodeCode Available	1
MEDIBENG WHISPER TINY: A FINE-TUNED CODE-SWITCHED BENGALI-ENGLISH TRANSLATOR FOR CLINICAL APPLICATIONS	Apr 25, 2025	Clinical Language TranslationMachine Translation	CodeCode Available	1
AdaST: Dynamically Adapting Encoder States in the Decoder for End-to-End Speech-to-Text Translation	Mar 18, 2025	DecoderSpeech-to-Text	—Unverified	0
Nexus: An Omni-Perceptive And -Interactive Model for Language, Audio, And Vision	Feb 26, 2025	Audio SynthesisAutomatic Speech Recognition	—Unverified	0
Balancing Speech Understanding and Generation Using Continual Pre-training for Codec-based Speech LLM	Feb 24, 2025	Automatic Speech RecognitionLanguage Modeling	—Unverified	0

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All datasets MuST-C EN->DE MuST-C EN->ES MuST-C EN->FR CoVoST 2 eng-X CoVoST 2 X-eng FLEURS eng-X FLEURS X-eng libri-trans MediBeng MuST-C MuST-C EN->NL

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Task Modulation + Multitask Learning(ASR/MT) + Data Augmentation	Case-sensitive sacreBLEU	28.88	—	Unverified
2	Wav2Vec2.0+mBART+Adaptors	Case-sensitive sacreBLEU	28.22	—	Unverified
3	Transformer + Meta Learning(ASR/MT) + Data Augmentation	Case-sensitive sacreBLEU	27.51	—	Unverified
4	Transformer with Adapters	Case-sensitive sacreBLEU	24.63	—	Unverified
5	Dual-decoder Transformer	Case-sensitive sacreBLEU	23.63	—	Unverified
6	Speechformer	Case-sensitive sacreBLEU	23.6	—	Unverified
7	Transformer + ASR Pretrain	Case-sensitive sacreBLEU	22.8	—	Unverified
8	Transformer + ASR Pretrain	Case-sensitive sacreBLEU	22.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Transformer with Adapters	Case-sensitive sacreBLEU	28.73	—	Unverified
2	Speechformer	Case-sensitive sacreBLEU	28.5	—	Unverified
3	Dual-decoder Transformer	Case-sensitive sacreBLEU	28.12	—	Unverified
4	Transformer + ASR Pretrain + SpecAug	Case-sensitive sacreBLEU	27.4	—	Unverified
5	Transformer + ASR Pretrain	Case-sensitive sacreBLEU	26.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Dual-decoder Transformer	Case-sensitive sacreBLEU	33.45	—	Unverified
2	Transformer + ASR Pretrain + SpecAug	Case-sensitive sacreBLEU	33.3	—	Unverified
3	Transformer + ASR Pretrain	Case-sensitive sacreBLEU	32.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SeamlessM4T Large	BLEU	30.6	—	Unverified
2	SeamlessM4T Medium	BLEU	26.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SeamlessM4T Large	BLEU	34.1	—	Unverified
2	SeamlessM4T Medium	BLEU	29.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SeamlessM4T Large	BLEU	21.5	—	Unverified
2	SeamlessM4T Medium	BLEU	19.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SeamlessM4T Large	BLEU	24	—	Unverified
2	SeamlessM4T Medium	BLEU	20.9	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Transformer + ASR Pretrain + SpecAug	Case-insensitive sacreBLEU	17.2	—	Unverified
2	Transformer + ASR Pretrain	Case-insensitive sacreBLEU	16.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MediBeng Whisper Tiny	Bleu	0.98	—	Unverified
2	Whisper Tiny	Bleu	0.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Transformer with Adapters	SacreBLEU	26.61	—	Unverified
2	Dual-decoder Transformer	SacreBLEU	25.62	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Speechformer	Case-sensitive sacreBLEU	27.7	—	Unverified